RAG MCP Server — watches folders, chunks documents, serves semantic search via MCP
Project description
document-rag-mcp
A RAG MCP (Model Context Protocol) server. It recursively scans and watches configured directories for .txt, .md, and .pdf files, semantically chunks them, computes embeddings using an OpenAI-compatible API, and stores them in an embedded ChromaDB instance.
It exposes tools to search documents and retrieve original content/metadata over the MCP protocol.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file document_rag_mcp-0.1.0.tar.gz.
File metadata
- Download URL: document_rag_mcp-0.1.0.tar.gz
- Upload date:
- Size: 270.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
84869de24b09e9b4f28391106e301f1f64a80037187d0dc0f7b67921e81d78d1
|
|
| MD5 |
b25798d3519e4c9c7bfe9ed0b088b2d2
|
|
| BLAKE2b-256 |
852e66222faad7fc668235fb032bf2ca318f7fae9ba2d0b90f77307f4d0e6eb9
|
Provenance
The following attestation bundles were made for document_rag_mcp-0.1.0.tar.gz:
Publisher:
release.yml on janLo/document-rag-mcp
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
document_rag_mcp-0.1.0.tar.gz -
Subject digest:
84869de24b09e9b4f28391106e301f1f64a80037187d0dc0f7b67921e81d78d1 - Sigstore transparency entry: 1819726330
- Sigstore integration time:
-
Permalink:
janLo/document-rag-mcp@223be9a62bb457c485a74d3a1d88bf2a2763f695 -
Branch / Tag:
refs/tags/v0.1.0 - Owner: https://github.com/janLo
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@223be9a62bb457c485a74d3a1d88bf2a2763f695 -
Trigger Event:
push
-
Statement type:
File details
Details for the file document_rag_mcp-0.1.0-py3-none-any.whl.
File metadata
- Download URL: document_rag_mcp-0.1.0-py3-none-any.whl
- Upload date:
- Size: 23.0 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
0c954fd0847eaacbc35f2206eec026ae943b54bf1c80d8d477155d97d9e98629
|
|
| MD5 |
bcb641a348a961099f218a752c15e7f4
|
|
| BLAKE2b-256 |
8c61cca17aa1bf6e3988e6763060da98511fad98f5e07fd6ccba96aab8eb57ad
|
Provenance
The following attestation bundles were made for document_rag_mcp-0.1.0-py3-none-any.whl:
Publisher:
release.yml on janLo/document-rag-mcp
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
document_rag_mcp-0.1.0-py3-none-any.whl -
Subject digest:
0c954fd0847eaacbc35f2206eec026ae943b54bf1c80d8d477155d97d9e98629 - Sigstore transparency entry: 1819726450
- Sigstore integration time:
-
Permalink:
janLo/document-rag-mcp@223be9a62bb457c485a74d3a1d88bf2a2763f695 -
Branch / Tag:
refs/tags/v0.1.0 - Owner: https://github.com/janLo
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@223be9a62bb457c485a74d3a1d88bf2a2763f695 -
Trigger Event:
push
-
Statement type:
